\begin{tabular}{l*{5}{c}}
\toprule \\[-1.0em]
& \multicolumn{4}{c}{2020} &  \multicolumn{1}{c}{2019} \\
\cmidrule(lr){2-5} \cmidrule(lr){6-6} \\[-1.0em]
 & All grades & Eligible & Warnings & Simulator & Comparison group\\
\midrule \\[-1.0em]
\emph{I. Demographics} \\
Female&0.513&0.539&0.510&0.530&0.547\\ 
African American&0.432&0.338&0.366&0.330&0.380\\ 
Hispanic&0.395&0.468&0.389&0.489&0.432\\ 
White&0.125&0.147&0.203&0.133&0.139\\ 
NH Resident&0.725&0.674&0.429&0.759&0.719\\ 
\\
\emph{II. Simulator Eligiblity} \\
PreK3&0.075&0.105&0.268&0.046&0.129\\ 
PreK4&0.105&0.147&0.294&0.094&0.190\\ 
K&0.163&0.288&0.229&0.314&0.291\\ 
Grade 9&0.242&0.460&0.208&0.547&0.390\\ 
Apply to eligible grade&0.577&0.996&0.992&0.999&1.000\\ 
$+$ in time&0.458&0.991&0.988&0.994&1.000\\ 
$+$ only to simulator schools&0.363&1.000&1.000&1.000&1.000\\ 
\\
\emph{III. Interactions with simulator} \\
Risk score&0.294&0.294&0.889&0.054&0.339\\ 
Warnings email&0.105&0.285&0.982&0.000&0.000\\ 
Received email&0.238&0.649&0.982&0.960&0.000\\ 
\\
\emph{IV. Placements} \\
Placed $1^{st}$&0.259&0.320&0.132&0.399&0.304\\ 
Placed other&0.337&0.369&0.097&0.477&0.375\\ 
Unplaced&0.403&0.311&0.771&0.124&0.321\\ 
\\
\emph{V. Choice outcomes} \\
Change length or school&&0.056&0.100&0.033&0.030\\ 
Lengthen app.&&0.042&0.092&0.020&0.019\\ 
Insert new school&&0.018&0.025&0.014&0.011\\ 
Append new school&&0.024&0.065&0.008&0.010\\ 
Change school&&0.029&0.031&0.023&0.022\\ 
Shorten app.&&0.011&0.007&0.013&0.006\\ 
Difference in realized risk&&-0.006&-0.015&-0.002&-0.003\\ 
Difference in simulated risk&&-0.006&-0.019&-0.000&-0.003\\ 
\\
\hline \\[-1.0em]
\emph{N}  &7027&2551& 740& 967&3150\\
\bottomrule
\end{tabular}
